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Cracking “Abstract”

Since an abstract tells the concise summary of what the paper is trying to achieve, or say, jist of the paper, there is nothing but to understand some concepts that are introduced in this section first.

And they are:

I. Sequence Transduction Models

Sequence transduction means converting one sequence into another sequence. For example, the seq2seq model is a type of sequence transduction model.

Tip

Before diving deep into seq2seq, get familar with the concept of Long Short-Term Memory and Word Embedding & Word2Vec

seq2seq model consists of two components:

a. Encoder: 

b. Decoder:

Go Deeper into Sequence Transduction Models

II. Recurrent Neural Network

III. Convolution Neural Network

IV. Attention Mechanism

V. Transformer

What this paper achieved?